Rephrain Archaimeric

Data Scientist | Data Engineer | Data Analyst

[email protected]

Data professional with a proven track record in developing data pipelines, crafting Machine Learning models, and delivering actionable insights for diverse industries. Leveraging advanced Python and SQL skills, he has supported nationwide operations, such as providing ad-hoc data solutions to all BRI branches across Indonesia and some government institutions. His expertise includes big data tools like Hive and Impala, API integration for seamless external data retrieval, and Machine Learning for enhanced analytics. Passionate for working with data stems from its power to illuminate the unknown, drive innovation, and create tangible impacts. He is a hardworking, solution-oriented professional who thrives on challenges, viewing problems as an opportunity to grow and achieve success.

Experience


Data Engineer  •  PT Bank Rakyat Indonesia

Jul 2024 - Current  |  Jakarta, Indonesia

Provide ad hoc data support for branches, internal divisions, partner entities and government institutions throughout Indonesia. Managing requests through a ticketing system in Jira and documenting workflows in Confluence. He has solved ± 120 ad hoc requests in the last 6 months. Using technologies like PySpark, HDFS, Hive, Impala, Cloudera Data Science Workbench (CDSW), SSMS, he processed and analyzed large datasets from the datalake and datamart. His role also involved engaging with government institutions such as the Ministry of Marine Affairs and Fisheries (Kementerian Kelautan dan Perikanan) and the Indonesian Audit Board (Badan Pemeriksa Keuangan), where he provided critical data to support the successful execution of their government programs. Furthermore, he directly liaised with stakeholders from PT Jaminan Kredit Indonesia (Jamkrindo), a key partner of BRI, to ensure the fulfillment of Jamkrindo’s entitlements regarding claim data that had not been subrogated by PT Bank Rakyat Indonesia.

Information System Specialist / Full Stack  •  Oratio Clinic

Aug 2023 - Jul 2024  |  Bandung, Indonesia

Developed and maintained a comprehensive information system for the Oratio Clinic (dental specialist part of Limijati Hospital, Bandung), including modules for patient data management, appointment scheduling, medical record documentation, radiology (röntgen) documentation, consent documentation, and payment processing.

  • Designed and developed internal web application using MERN Stack.
  • Collaborated with medical professionals and administrative staff to gather requirements, ensuring the information system meets the needs and improves the efficiency of all hospital operations.
  • Automated odontogram creation and PDF generation based on electronic medical record (EMR) entries, improving efficiency and accuracy by 40% and reducing manual input errors by 50%.
  • Automated the creation of financial documents such as patient payment notes, receipts, and invoices. 
  • Established a daily automated backup system for medical records.

Developed the SATUSEHAT Integrated Information System using REST APIs, facilitating seamless exchange and access of patient data across 240,000+ healthcare providers in Indonesia.

  • Designed and developed SATUSEHAT API integrated application using Python
  • Authored detailed documentation for both internal systems and the SATUSEHAT integration, including step-by-step tutorials and user guidelines.
  • Educated 30+ healthcare professionals on new information system, highlighting key functionalities and benefits; achieved 90% adoption rate and reduced manual data entry errors by 40% within the first month. 

Achievement

  • Percentage error of 3% – 8%.
  • 14/15 doctors were satisfied and presented with 95% satisfaction percentage and several compliments.
  • Improved system with 2x more secure than internal information systems by using user authentication and static IP address.
  • 80% completeness of SATUSEHAT module for the dental outpatient section.

Data Engineer  •  Tax Consultant

Jul 2023 - Jul 2024  |  Bandung, Indonesia

Organized data management systems for various types of businesses, including grocery stores, cafes, a medical device supplier company, and a pharmacy. This involved designing and implementing ETL (Extract, Transform, Load) and creating datamarts

  • Grocery Stores (CV. Pusaka Sampurna .PD, Bandung)
    • Developed a datamart for monthly tax bookkeeping preparation
  • Cafe (Poem Cafe and Resto Sumarecon, Bandung)
    • Designed a table availability system to optimize seating arrangements.
    • Created a first-order and extended-order system to manage initial and additional orders efficiently.
    • Developed an automated order receipt system to send separate receipts to the kitchen and bar.
    • Implemented payment systems and receipt generation with tax and service charge calculations.
    • Automated daily sales data collection for accurate and timely tax reporting
  • Medical Device Supplier Company (PT. Manola Jaya Mandiri, Bandung)
    • Created a sales order and purchase order calculation system, including invoice generation, to streamline procurement and sales processes.
  • Pharmacy (PT. Berkat Dadaha Farma, Tasikmalaya)
    • Developed a cash-in and cash-out recording system for accurate financial tracking.
    • Implemented a unit conversion system to manage the conversion of purchased units effectively.
    • Created a system for recording purchases and monitoring expiration dates.
    • Designed a system for calculating the depreciation of asset acquisition values.
    • Developed a CIMB Niaga bank transaction recording system.
    • Created a system for recording employee salaries, bonuses, BPJS deductions, and PPH21 deductions.

Achievement

  • 95% success in fulfilling each client’s request with 90% satisfaction.
  • Implemented data QC and data cleansing processes, improving accuracy and reliability of datasets.
  • Designed and built custom data warehouses and datamarts.
  • Reduced the company’s data storage costs by 20% by implementing data compression techniques.

Freelance Integrated System  •  Fiverr

Mar 2024 - Mei 2024  |  Bandung, Indonesia

Developed custom automation solutions, applications, and API integration using Python.

  • Create integrated system and workflow automation of Domestic Energy Performance Certificates API from Energy Performance of Buildings Data England and Wales for clients in the UK
  • Consulted on API integration projects, providing expertise on integrating WhatsApp API and Midtrans API for a storage company in Bali.

Achievement

  • Successfully created an API integrated system that exceeded the expectations of the client in UK for 20% by developing and providing new ideas for the client
  • Successfully meeting tight deadlines and delivering high-quality work for clients.
  • Consistently received positive feedback from clients

Education


Parahyangan Catholic University

Data Science  •  Aug 2020 - Aug 2024

Thesis: Satellite Data Analysis to Detect and Map Surface Urban Heat Island in West Java Province

SMAK 1 BPK Penabur Bandung

Science  •  Jul 2017 - Jul 2020

Skills


Data Science
  • Machine Learning 
  • Geospatial Artificial Intelligence
  • Data Mining 
  • Deep Learning 
  • NLP 
  • Tableau
  • Google Earth Engine
  • Cloudera Data Science Workbench
Data Engineer
  • SQL Server Management Studio
  • HDFS
  • Hive 

  • Impala

  • Apache Spark

  • PySpark
  • Web Scraping
Web Development
  • REST API 
  • MERN Stack
  • MySQL 
  • HTML 
  • CSS 
  • Postman API
  • Github
Programming Language
  • Python
  • SQL
  • JavaScript 
  • Java 
  • R

Language


  • Bahasa Indonesia - Native
  • English - High Intermediate (B2)